AI dashboards measure licenses, not value: why activation beats access

Olivier__OG · x · 2026-10-27

Most enterprise AI dashboards count licenses and pilots—measuring what you bought, not what you got. The author cites Deloitte's State of AI in the Enterprise (January 2026) on the gap between access and activation.

To him, activation means daily AI use inside a real process, with someone owning the outcome. His suggestion: add one metric to your next AI review—daily use within a real workflow—instead of tracking access numbers.

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